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Study and validation of modelling for planned evacuation in Compact Muon Solenoid (CMS)

Chung, Cheuk Lam LU (2024) In LUTVDG/TVBB VBRM05 20241
Division of Fire Safety Engineering
Abstract
This thesis studied the recording methodologies of conducting unannounced evacuation drills to enhance the understanding of evacuation behaviours and performance within the Complex Muon Solenoid (CMS) cavern at CERN. The primary objective was to validate the CMS underground evacuation simulation model for planned evacuation and compare various data collection methods.

An unannounced evacuation drill was conducted in the CMS cavern which capture data from 10 occupants through questionnaires, observation and video recording. The drill highlighted the discrepancies between self-reported behaviours and actual action which implicates the need for cross-verification of data. Key findings include an average pre-evacuation time of 55s.

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This thesis studied the recording methodologies of conducting unannounced evacuation drills to enhance the understanding of evacuation behaviours and performance within the Complex Muon Solenoid (CMS) cavern at CERN. The primary objective was to validate the CMS underground evacuation simulation model for planned evacuation and compare various data collection methods.

An unannounced evacuation drill was conducted in the CMS cavern which capture data from 10 occupants through questionnaires, observation and video recording. The drill highlighted the discrepancies between self-reported behaviours and actual action which implicates the need for cross-verification of data. Key findings include an average pre-evacuation time of 55s.

Also, simulated scenario analysis by changing the behavioural and design factors such as occupant load, distribution, usage of lifts and emergency devices were studied which were based on CMS drill data and past studies. The model revealed variability in evacuation time across different scenarios, with coefficients of variation ranging from 21\% to 45\%. The adjusted evacuation model validated against the CMS drill.

Future works could focus on standardizing data collection method to aim establishing a mutual database for evacuation data comparison between different background. Exploring non-intrusive technologies such as RFID could enhance data accuracy by avoiding influence by observers. Moreover, refinement of CMS evacuation models on behavioural and design factors is needed to investigate. (Less)
Please use this url to cite or link to this publication:
author
Chung, Cheuk Lam LU
supervisor
organization
course
VBRM05 20241
year
type
H2 - Master's Degree (Two Years)
subject
keywords
CERN, Compact Muon Solenoid (CMS), evacuation modelling, unannounced drill, data collection, underground facilities, fire safety engineering, Pathfinder, simulation validation
publication/series
LUTVDG/TVBB
report number
5724
other publication id
LUTVDG/TVBB—5724--SE
language
English
id
9156531
date added to LUP
2024-06-04 12:25:07
date last changed
2024-06-04 12:25:07
@misc{9156531,
  abstract     = {{This thesis studied the recording methodologies of conducting unannounced evacuation drills to enhance the understanding of evacuation behaviours and performance within the Complex Muon Solenoid (CMS) cavern at CERN. The primary objective was to validate the CMS underground evacuation simulation model for planned evacuation and compare various data collection methods.

An unannounced evacuation drill was conducted in the CMS cavern which capture data from 10 occupants through questionnaires, observation and video recording. The drill highlighted the discrepancies between self-reported behaviours and actual action which implicates the need for cross-verification of data. Key findings include an average pre-evacuation time of 55s.

 Also, simulated scenario analysis by changing the behavioural and design factors such as occupant load, distribution, usage of lifts and emergency devices were studied which were based on CMS drill data and past studies. The model revealed variability in evacuation time across different scenarios, with coefficients of variation ranging from 21\% to 45\%. The adjusted evacuation model validated against the CMS drill.

Future works could focus on standardizing data collection method to aim establishing a mutual database for evacuation data comparison between different background. Exploring non-intrusive technologies such as RFID could enhance data accuracy by avoiding influence by observers. Moreover, refinement of CMS evacuation models on behavioural and design factors is needed to investigate.}},
  author       = {{Chung, Cheuk Lam}},
  language     = {{eng}},
  note         = {{Student Paper}},
  series       = {{LUTVDG/TVBB}},
  title        = {{Study and validation of modelling for planned evacuation in Compact Muon Solenoid (CMS)}},
  year         = {{2024}},
}